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Invididual Choice Comedy (IndCom) Trailers.

IndCom: Sequence model.

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Individual Choice (Comedy): Sequence Models.
Affect Neuro seq Affect & Neuro seq
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 0.000 0.000 0.000
t = 0.003 t = −0.002 t = −0.001
s.e. = 0.091 s.e. = 0.123 s.e. = 0.092
scale(Pos_arousal_scaled) 0.648*** 0.652***
t = 19.411 t = 19.586
s.e. = 0.033 s.e. = 0.033
scale(Neg_arousal_scaled) −0.025 −0.018
t = −0.710 t = −0.533
s.e. = 0.035 s.e. = 0.035
scale(NAcc_onset) 0.067 0.007
t = 1.595 t = 0.237
s.e. = 0.042 s.e. = 0.031
scale(AIns_middle) −0.023 −0.017
t = −0.516 t = −0.529
s.e. = 0.044 s.e. = 0.033
scale(MPFC_middle) 0.078+ 0.107**
t = 1.769 t = 3.270
s.e. = 0.044 s.e. = 0.033
SD (Intercept Participant) 0.386 0.400 0.393
SD (Intercept Trailer) 0.196 0.365 0.201
SD (Observations) 0.632 0.845 0.626
R2 Marg. 0.415 0.009 0.423
R2 Cond. 0.602 0.297 0.615
AIC 1013.0 1288.3 1023.4
BIC 1038.0 1317.4 1060.9
ICC 0.3 0.3 0.3

IndCom: Modal Peak (MP) Model.

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Individual Choice (Comedy): Modal Peaks Models.
Affect Neuro MP Affect & Neuro MP
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 0.000 −0.001 0.000
t = 0.003 t = −0.006 t = 0.000
s.e. = 0.091 s.e. = 0.118 s.e. = 0.089
scale(Pos_arousal_scaled) 0.648*** 0.598***
t = 19.411 t = 17.552
s.e. = 0.033 s.e. = 0.034
scale(Neg_arousal_scaled) −0.025 −0.042
t = −0.710 t = −1.241
s.e. = 0.035 s.e. = 0.034
scale(NAcc_avg_peak_yes_pos) 0.241*** 0.128***
t = 6.375 t = 4.233
s.e. = 0.038 s.e. = 0.030
scale(AIns_avg_peak_yes_pos) 0.160*** 0.085**
t = 4.116 t = 2.785
s.e. = 0.039 s.e. = 0.031
scale(MPFC_avg_peak_yes_pos) 0.104** 0.033
t = 2.710 t = 1.094
s.e. = 0.038 s.e. = 0.030
SD (Intercept Participant) 0.386 0.389 0.377
SD (Intercept Trailer) 0.196 0.346 0.197
SD (Observations) 0.632 0.791 0.616
R2 Marg. 0.415 0.104 0.437
R2 Cond. 0.602 0.375 0.619
AIC 1013.0 1228.2 1008.0
BIC 1038.0 1257.4 1045.5
ICC 0.3 0.3 0.3 
## `geom_smooth()` using formula = 'y ~ x'

IndCom: Inter-Subject Correlation Models.

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Individual Choice (Comedy): ISC Models.
Affect Neuro ISC Affect & Neuro ISC
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 0.000 0.000 0.000
t = 0.003 t = −0.001 t = 0.004
s.e. = 0.091 s.e. = 0.124 s.e. = 0.090
scale(Pos_arousal_scaled) 0.648*** 0.648***
t = 19.411 t = 19.286
s.e. = 0.033 s.e. = 0.034
scale(Neg_arousal_scaled) −0.025 −0.029
t = −0.710 t = −0.840
s.e. = 0.035 s.e. = 0.035
scale(NAcc_ISC) 0.036 0.005
t = 0.883 t = 0.163
s.e. = 0.041 s.e. = 0.031
scale(AIns_ISC) 0.035 0.036
t = 0.838 t = 1.159
s.e. = 0.041 s.e. = 0.031
scale(MPFC_ISC) 0.050 0.000
t = 1.179 t = 0.014
s.e. = 0.043 s.e. = 0.032
SD (Intercept Participant) 0.386 0.396 0.382
SD (Intercept Trailer) 0.196 0.369 0.196
SD (Observations) 0.632 0.847 0.634
R2 Marg. 0.415 0.006 0.416
R2 Cond. 0.602 0.294 0.600
AIC 1013.0 1290.6 1032.9
BIC 1038.0 1319.7 1070.4
ICC 0.3 0.3 0.3

Aggregate Results Comedy Trailers.

AggCom: Seq Models.

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Base G Affect G Neuro Seq G Full Seq G Affect GT Neuro Seq GT Full Seq GT
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 16.946*** 16.946*** 16.946*** 16.946*** 9.362*** 9.362*** 9.362***
t = 158.935 t = 74.287 t = 71.010 t = 135.864 t = 44.199 t = 38.886 t = 38.836
s.e. = 0.107 s.e. = 0.228 s.e. = 0.239 s.e. = 0.125 s.e. = 0.212 s.e. = 0.241 s.e. = 0.241
scale(TheatersM1) 0.841*** 0.784***
t = 7.620 t = 5.365
s.e. = 0.110 s.e. = 0.146
scale(Pos_arousal_scaled) 0.275 0.054 0.059 0.145
t = 1.161 t = 0.319 t = 0.267 t = 0.448
s.e. = 0.237 s.e. = 0.169 s.e. = 0.220 s.e. = 0.324
scale(Neg_arousal_scaled) −0.323 −0.126 −0.363 −0.389
t = −1.363 t = −0.858 t = −1.649 t = −1.383
s.e. = 0.237 s.e. = 0.147 s.e. = 0.220 s.e. = 0.281
scale(NAcc_onset) 0.530 0.037 0.157 −0.159
t = 1.642 t = 0.157 t = 0.483 t = −0.356
s.e. = 0.323 s.e. = 0.235 s.e. = 0.326 s.e. = 0.447
scale(AIns_onset) 0.018 −0.005 −0.062 0.029
t = 0.064 t = −0.032 t = −0.219 t = 0.093
s.e. = 0.281 s.e. = 0.161 s.e. = 0.283 s.e. = 0.309
scale(MPFC_middle) 0.308 0.061 0.204 0.017
t = 1.017 t = 0.353 t = 0.669 t = 0.052
s.e. = 0.303 s.e. = 0.174 s.e. = 0.305 s.e. = 0.334
Num.Obs. 15 15 15 15 15 15 15
R2 0.817 0.227 0.225 0.846 0.194 0.046 0.217
R2 Adj. 0.803 0.098 0.013 0.730 0.060 −0.214 −0.217
AIC 528.3 551.9 553.9 535.7 322.1 326.7 327.7
BIC 530.4 554.7 557.5 541.4 325.0 330.2 332.6

AggCom: Modal Peak (MP) Models.

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Base G Affect G Neuro MP G Full MP G Affect GT Neuro MP GT Full MP GT
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 16.946*** 16.946*** 16.946*** 16.946*** 9.362*** 9.362*** 9.362***
t = 158.935 t = 74.287 t = 70.973 t = 241.990 t = 44.199 t = 60.469 t = 70.254
s.e. = 0.107 s.e. = 0.228 s.e. = 0.239 s.e. = 0.070 s.e. = 0.212 s.e. = 0.155 s.e. = 0.133
scale(TheatersM1) 0.841*** 0.774***
t = 7.620 t = 9.876
s.e. = 0.110 s.e. = 0.078
scale(Pos_arousal_scaled) 0.275 0.008 0.059 −0.114
t = 1.161 t = 0.087 t = 0.267 t = −0.705
s.e. = 0.237 s.e. = 0.089 s.e. = 0.220 s.e. = 0.162
scale(Neg_arousal_scaled) −0.323 −0.110 −0.363 −0.413*
t = −1.363 t = −1.209 t = −1.649 t = −2.418
s.e. = 0.237 s.e. = 0.091 s.e. = 0.220 s.e. = 0.171
scale(NAcc_avg_peak_yes_pos) 0.416 0.265* 0.535** 0.448*
t = 1.631 t = 3.318 t = 3.237 t = 2.952
s.e. = 0.255 s.e. = 0.080 s.e. = 0.165 s.e. = 0.152
scale(AIns_avg_peak_yes_pos) −0.109 −0.140+ −0.328+ −0.361*
t = −0.437 t = −1.878 t = −2.028 t = −2.550
s.e. = 0.250 s.e. = 0.074 s.e. = 0.162 s.e. = 0.141
scale(MPFC_avg_peak_yes_pos) −0.135 −0.020 −0.080 0.175
t = −0.533 t = −0.204 t = −0.486 t = 0.954
s.e. = 0.253 s.e. = 0.097 s.e. = 0.164 s.e. = 0.183
Num.Obs. 15 15 15 15 15 15 15
R2 0.817 0.227 0.224 0.951 0.194 0.605 0.761
R2 Adj. 0.803 0.098 0.012 0.915 0.060 0.498 0.628
AIC 528.3 551.9 554.0 518.4 322.1 313.4 309.9
BIC 530.4 554.7 557.5 524.0 325.0 317.0 314.9 
## `geom_smooth()` using formula = 'y ~ x'

AggCom: Inter-Subject Correlation Models.

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Base G Affect G Neuro ISC G Full ISC G Affect GT Neuro ISC GT Full ISC GT
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 16.946*** 16.946*** 0.000 0.000 9.362*** 0.000 0.000
t = 158.935 t = 74.287 t = 0.000 t = 0.000 t = 44.199 t = 0.000 t = 0.000
s.e. = 0.107 s.e. = 0.228 s.e. = 0.289 s.e. = 0.171 s.e. = 0.212 s.e. = 0.264 s.e. = 0.282
scale(TheatersM1) 0.841*** 0.806*
t = 7.620 t = 3.265
s.e. = 0.110 s.e. = 0.247
scale(Pos_arousal_scaled) 0.275 0.213 0.059 −0.015
t = 1.161 t = 1.107 t = 0.267 t = −0.050
s.e. = 0.237 s.e. = 0.192 s.e. = 0.220 s.e. = 0.305
scale(Neg_arousal_scaled) −0.323 −0.031 −0.363 −0.295
t = −1.363 t = −0.112 t = −1.649 t = −0.798
s.e. = 0.237 s.e. = 0.275 s.e. = 0.220 s.e. = 0.370
scale(NAcc_ISC) −0.058 0.029 0.054 0.040
t = −0.194 t = 0.153 t = 0.199 t = 0.134
s.e. = 0.300 s.e. = 0.190 s.e. = 0.274 s.e. = 0.298
scale(AIns_ISC) −0.098 0.025 0.026 −0.070
t = −0.326 t = 0.121 t = 0.097 t = −0.219
s.e. = 0.300 s.e. = 0.209 s.e. = 0.274 s.e. = 0.321
scale(MPFC_ISC) −0.027 −0.255 −0.416 −0.271
t = −0.091 t = −0.992 t = −1.520 t = −0.784
s.e. = 0.300 s.e. = 0.257 s.e. = 0.274 s.e. = 0.345
Num.Obs. 15 15 15 15 15 15 15
R2 0.817 0.227 0.014 0.750 0.194 0.176 0.232
R2 Adj. 0.803 0.098 −0.255 0.562 0.060 −0.048 −0.195
AIC 528.3 551.9 51.3 36.8 322.1 48.6 51.6
BIC 530.4 554.7 54.9 42.4 325.0 52.2 56.5

Individual Results Horror Trailers.

IndHor: Sequence models.

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Affect Neuro seq Affect & Neuro seq
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 0.000 −0.001 0.000
t = 0.002 t = −0.006 t = 0.000
s.e. = 0.108 s.e. = 0.124 s.e. = 0.107
scale(Pos_arousal_scaled) 0.489*** 0.486***
t = 12.857 t = 12.768
s.e. = 0.038 s.e. = 0.038
scale(Neg_arousal_scaled) −0.135*** −0.130**
t = −3.312 t = −3.167
s.e. = 0.041 s.e. = 0.041
scale(NAcc_offset) 0.082+ 0.054
t = 1.947 t = 1.476
s.e. = 0.042 s.e. = 0.036
scale(AIns_offset) −0.020 −0.017
t = −0.477 t = −0.456
s.e. = 0.042 s.e. = 0.037
scale(MPFC_offset) 0.032 0.041
t = 0.762 t = 1.143
s.e. = 0.041 s.e. = 0.036
SD (Intercept Participant) 0.473 0.517 0.470
SD (Intercept Trailer) 0.224 0.284 0.222
SD (Observations) 0.697 0.808 0.696
R2 Marg. 0.228 0.009 0.234
R2 Cond. 0.507 0.354 0.509
AIC 1094.9 1237.5 1110.6
BIC 1119.7 1266.5 1147.9
ICC 0.4 0.3 0.4

IndHor: Modal Peak (MP) Model.

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Affect Neuro MP Affect & Neuro MP
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 0.000 −0.001 0.000
t = 0.002 t = −0.009 t = 0.000
s.e. = 0.108 s.e. = 0.118 s.e. = 0.104
scale(Pos_arousal_scaled) 0.489*** 0.475***
t = 12.857 t = 12.333
s.e. = 0.038 s.e. = 0.039
scale(Neg_arousal_scaled) −0.135*** −0.137***
t = −3.312 t = −3.359
s.e. = 0.041 s.e. = 0.041
scale(NAcc_avg_peak_yes_pos) 0.040 0.025
t = 1.023 t = 0.730
s.e. = 0.040 s.e. = 0.034
scale(AIns_avg_peak_yes_pos) 0.069+ 0.052
t = 1.701 t = 1.469
s.e. = 0.040 s.e. = 0.035
scale(MPFC_avg_peak_yes_pos) 0.130** 0.060+
t = 3.221 t = 1.683
s.e. = 0.040 s.e. = 0.036
SD (Intercept Participant) 0.473 0.492 0.456
SD (Intercept Trailer) 0.224 0.268 0.217
SD (Observations) 0.697 0.802 0.696
R2 Marg. 0.228 0.027 0.241
R2 Cond. 0.507 0.346 0.502
AIC 1094.9 1228.2 1109.6
BIC 1119.7 1257.2 1146.9
ICC 0.4 0.3 0.3 
## `geom_smooth()` using formula = 'y ~ x'

IndHor: ISC models.

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Affect Neuro ISC Affect & Neuro ISC
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 0.000 −0.001 0.000
t = 0.002 t = −0.006 t = −0.001
s.e. = 0.108 s.e. = 0.123 s.e. = 0.106
scale(Pos_arousal_scaled) 0.489*** 0.486***
t = 12.857 t = 12.773
s.e. = 0.038 s.e. = 0.038
scale(Neg_arousal_scaled) −0.135*** −0.131**
t = −3.312 t = −3.227
s.e. = 0.041 s.e. = 0.041
scale(NAcc_ISC) 0.002 −0.014
t = 0.040 t = −0.401
s.e. = 0.041 s.e. = 0.035
scale(AIns_ISC) −0.093* −0.081*
t = −2.243 t = −2.280
s.e. = 0.041 s.e. = 0.036
scale(MPFC_ISC) 0.050 0.018
t = 1.233 t = 0.505
s.e. = 0.040 s.e. = 0.035
SD (Intercept Participant) 0.473 0.510 0.462
SD (Intercept Trailer) 0.224 0.284 0.222
SD (Observations) 0.697 0.807 0.695
R2 Marg. 0.228 0.011 0.237
R2 Cond. 0.507 0.350 0.505
AIC 1094.9 1236.4 1109.4
BIC 1119.7 1265.4 1146.8
ICC 0.4 0.3 0.4

Aggregate Results Horror Trailers.

AggHor: Seq Models.

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Base G Affect G Neuro Seq G Full Seq G Affect GT Neuro Seq GT Full Seq GT
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 17.484*** 17.484*** 17.484*** 17.484*** 9.503*** 9.503*** 9.503***
t = 151.190 t = 79.458 t = 86.751 t = 176.711 t = 53.022 t = 58.800 t = 83.381
s.e. = 0.116 s.e. = 0.220 s.e. = 0.202 s.e. = 0.099 s.e. = 0.179 s.e. = 0.162 s.e. = 0.114
scale(TheatersM1) 0.710*** 0.597*
t = 5.916 t = 3.232
s.e. = 0.120 s.e. = 0.185
scale(Pos_arousal_scaled) −0.052 −0.261 −0.068 −0.408*
t = −0.215 t = −1.595 t = −0.342 t = −2.398
s.e. = 0.243 s.e. = 0.164 s.e. = 0.198 s.e. = 0.170
scale(Neg_arousal_scaled) −0.300 −0.128 −0.209 −0.361*
t = −1.232 t = −0.786 t = −1.055 t = −2.432
s.e. = 0.243 s.e. = 0.163 s.e. = 0.198 s.e. = 0.149
scale(NAcc_offset) −0.409+ −0.104 −0.349+ −0.154
t = −1.842 t = −0.861 t = −1.962 t = −1.118
s.e. = 0.222 s.e. = 0.121 s.e. = 0.178 s.e. = 0.138
scale(AIns_offset) 0.193 0.385* 0.207 0.576**
t = 0.889 t = 2.379 t = 1.191 t = 3.554
s.e. = 0.217 s.e. = 0.162 s.e. = 0.174 s.e. = 0.162
scale(MPFC_offset) 0.429+ 0.167 0.307 0.514**
t = 1.916 t = 0.816 t = 1.712 t = 3.413
s.e. = 0.224 s.e. = 0.205 s.e. = 0.180 s.e. = 0.151
Num.Obs. 14 14 14 14 14 14 14
R2 0.745 0.153 0.354 0.891 0.132 0.359 0.745
R2 Adj. 0.723 −0.001 0.160 0.798 −0.026 0.166 0.585
AIC 509.7 528.4 526.7 507.7 299.2 297.0 288.1
BIC 511.6 531.0 529.9 512.9 301.8 300.2 292.6

AggHor: Modal Peak (MP) Models.

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Base G Affect G Neuro MP G Full MP G Affect GT Neuro MP GT Full MP GT
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 17.484*** 17.484*** 17.484*** 17.484*** 9.503*** 9.503*** 9.503***
t = 151.190 t = 79.458 t = 89.174 t = 137.565 t = 53.022 t = 59.819 t = 59.503
s.e. = 0.116 s.e. = 0.220 s.e. = 0.196 s.e. = 0.127 s.e. = 0.179 s.e. = 0.159 s.e. = 0.160
scale(TheatersM1) 0.710*** 0.691*
t = 5.916 t = 3.194
s.e. = 0.120 s.e. = 0.216
scale(Pos_arousal_scaled) −0.052 0.043 −0.068 0.204
t = −0.215 t = 0.190 t = −0.342 t = 0.767
s.e. = 0.243 s.e. = 0.225 s.e. = 0.198 s.e. = 0.266
scale(Neg_arousal_scaled) −0.300 0.050 −0.209 −0.250
t = −1.232 t = 0.249 t = −1.055 t = −1.340
s.e. = 0.243 s.e. = 0.199 s.e. = 0.198 s.e. = 0.187
scale(NAcc_avg_peak_yes_pos) −0.374 −0.047 −0.228 −0.374
t = −1.168 t = −0.163 t = −0.878 t = −1.294
s.e. = 0.321 s.e. = 0.286 s.e. = 0.260 s.e. = 0.289
scale(AIns_avg_peak_yes_pos) −0.444+ −0.133 −0.366+ −0.362+
t = −2.181 t = −0.800 t = −2.217 t = −2.102
s.e. = 0.203 s.e. = 0.167 s.e. = 0.165 s.e. = 0.172
scale(MPFC_avg_peak_yes_pos) 0.201 −0.183 0.072 0.093
t = 0.626 t = −0.698 t = 0.275 t = 0.328
s.e. = 0.321 s.e. = 0.262 s.e. = 0.260 s.e. = 0.284
Num.Obs. 14 14 14 14 14 14 14
R2 0.745 0.153 0.388 0.820 0.132 0.380 0.499
R2 Adj. 0.723 −0.001 0.205 0.666 −0.026 0.194 0.186
AIC 509.7 528.4 525.9 514.8 299.2 296.5 297.6
BIC 511.6 531.0 529.1 519.9 301.8 299.7 302.0 
## `geom_smooth()` using formula = 'y ~ x'

AggHor: Inter-Subject Correlation Models.

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Base G Affect G Neuro ISC G Full ISC G Affect GT Neuro ISC GT Full ISC GT
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
(Intercept) 17.484*** 17.484*** 0.000 0.000 9.503*** 0.000 0.000
t = 151.190 t = 79.458 t = 0.000 t = 0.000 t = 53.022 t = 0.000 t = 0.000
s.e. = 0.116 s.e. = 0.220 s.e. = 0.275 s.e. = 0.214 s.e. = 0.179 s.e. = 0.280 s.e. = 0.271
scale(TheatersM1) 0.710*** 0.680*
t = 5.916 t = 2.467
s.e. = 0.120 s.e. = 0.276
scale(Pos_arousal_scaled) −0.052 −0.192 −0.068 −0.389
t = −0.215 t = −0.663 t = −0.342 t = −1.070
s.e. = 0.243 s.e. = 0.289 s.e. = 0.198 s.e. = 0.364
scale(Neg_arousal_scaled) −0.300 0.009 −0.209 −0.342
t = −1.232 t = 0.028 t = −1.055 t = −1.037
s.e. = 0.243 s.e. = 0.301 s.e. = 0.198 s.e. = 0.330
scale(NAcc_ISC) 0.252 0.147 0.226 0.236
t = 0.854 t = 0.613 t = 0.753 t = 0.789
s.e. = 0.295 s.e. = 0.239 s.e. = 0.301 s.e. = 0.298
scale(AIns_ISC) −0.318 −0.240 −0.297 −0.477
t = −1.075 t = −0.886 t = −0.985 t = −1.474
s.e. = 0.295 s.e. = 0.270 s.e. = 0.301 s.e. = 0.324
scale(MPFC_ISC) 0.085 0.231 0.056 0.433
t = 0.284 t = 0.755 t = 0.182 t = 1.154
s.e. = 0.300 s.e. = 0.306 s.e. = 0.306 s.e. = 0.375
Num.Obs. 14 14 14 14 14 14 14
R2 0.745 0.153 0.187 0.653 0.132 0.155 0.367
R2 Adj. 0.723 −0.001 −0.057 0.356 −0.026 −0.098 −0.029
AIC 509.7 528.4 45.8 39.9 299.2 46.3 46.3
BIC 511.6 531.0 49.0 45.0 301.8 49.5 50.8